The Odd Lindley Burr XII Model: Bayesian Analysis, Classical Inference and Characterizations

نویسندگان

چکیده

In this work, we study the odd Lindley Burr XII model initially introduced by Silva et al. [29]. This has advantage of being capable modeling various shapes aging and failure criteria. Some its statistical structural properties including ordinary incomplete moments, quantile generating function order statistics are derived. The density can be expressed as a simple linear mixture BurrXII densities. Useful characterizations presented. maximum likelihood method is used to estimate parameters. Simulation results assess performance estimators discussed. We prove empirically importance flexibility new in types data. Bayesian estimation performed obtaining posterior marginal distributions well using simulation Markov Chain Monte Carlo (MCMC) Metropolis-Hastings algorithm each step Gibbs algorithm. trace plots estimated conditional also

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ژورنال

عنوان ژورنال: Journal of data science

سال: 2021

ISSN: ['1680-743X', '1683-8602']

DOI: https://doi.org/10.6339/jds.201804_16(2).0006